{"id":"W1588701570","doi":"10.22230/cjc.2009v34n2a2228","title":"Public Relations: Critical Debates and Contemporary Practice","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":206,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Political science; Media studies; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00220168,0.00005215814,0.0001018016,0.000257239,0.001111074,0.0003405846,0.0004841126,0.00009258599,0.00007306218],"category_scores_gemma":[0.007494791,0.00005441946,0.00003479016,0.0003118526,0.0003324345,0.002157708,0.00001158041,0.0003048365,0.00001042705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584508,"about_ca_system_score_gemma":0.002054699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387499,"about_ca_topic_score_gemma":0.009232525,"domain_scores_codex":[0.9984606,0.0008351145,0.0003391851,0.00005147481,0.0001673217,0.0001463246],"domain_scores_gemma":[0.9970669,0.0009415576,0.0002464175,0.0003470261,0.0009865355,0.0004115316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004675859,0.00003464106,0.001860335,7.406231e-7,0.00001467033,0.000002272041,0.006649696,0.00000441742,0.000005204805,0.955071,0.01626981,0.02008255],"study_design_scores_gemma":[0.0001671667,0.0000364199,0.0099246,0.00004155797,0.00002095213,0.0000315242,0.008925347,0.0001130645,0.000001608838,0.0692967,0.9113533,0.000087751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008526865,0.03167055,0.001644177,0.6156729,0.00009496546,0.0001313231,0.000002255657,0.0000172265,0.3422397],"genre_scores_gemma":[0.9926899,0.001516138,0.004646213,0.0009278786,0.00004319819,0.000001001573,0.000006408069,0.000003748246,0.0001654919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.984163,"threshold_uncertainty_score":0.8972507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08538003094405261,"score_gpt":0.3562241769816166,"score_spread":0.270844146037564,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}